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Statistics for Business

SCH-MGMT

This course provides an overview of statistical analysis and inference. The language and methods of statistics are used throughout the MBA curriculum, both in the classroom and in assigned readings. In addition, the language and methods of statistical analysis have permeated much of academic and professional writing as well as media reporting, both inside and beyond the business community. The goal is to present a broad introduction to statistical thinking, concepts, methods, and vocabulary. The course has an emphasis on business applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.

Statistics for Business

SCH-MGMT

This course provides an overview of statistical analysis and inference. The language and methods of statistics are used throughout the MBA curriculum, both in the classroom and in assigned readings. In addition, the language and methods of statistical analysis have permeated much of academic and professional writing as well as media reporting, both inside and beyond the business community. The goal is to present a broad introduction to statistical thinking, concepts, methods, and vocabulary. The course has an emphasis on business applications.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.

Business Applications with Python

SCH-MGMT

This course provides an introduction to programming with a focus on business and analytics applications. The curriculum supports the development of skills in data extraction and manipulation as well as automating data analysis tasks. Students will become adept in the use of important libraries and will be able to use trusted open-source resources to support continued development of programming skills. No prior programming experience expected.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students.

Business Applications with Python

SCH-MGMT

This course provides an introduction to programming with a focus on business and analytics applications. The curriculum supports the development of skills in data extraction and manipulation as well as automating data analysis tasks. Students will become adept in the use of important libraries and will be able to use trusted open-source resources to support continued development of programming skills. No prior programming experience expected.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA and MSA students.

Business Applications with Python

SCH-MGMT

This course provides an introduction to programming with a focus on business and analytics applications. The curriculum supports the development of skills in data extraction and manipulation as well as automating data analysis tasks. Students will become adept in the use of important libraries and will be able to use trusted open-source resources to support continued development of programming skills. No prior programming experience expected.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy.

Business Applications with Python

SCH-MGMT

This course provides an introduction to programming with a focus on business and analytics applications. The curriculum supports the development of skills in data extraction and manipulation as well as automating data analysis tasks. Students will become adept in the use of important libraries and will be able to use trusted open-source resources to support continued development of programming skills. No prior programming experience expected.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA and MSA students.

Database Management for Analytics

SCH-MGMT

This course provides an introduction to Business Intelligence, including the processes, methodologies, infrastructure, and current practices used to transform business data into useful information and support business decision-making. Business Intelligence requires foundation knowledge in data storage and retrieval, thus this course will review logical data models for both database management systems and data warehouses. Students will learn to extract and manipulate data from these systems and assess security-related issues. Data mining, visualization, and statistical analysis along with reporting options such as management dashboards and balanced scorecards will be covered.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy.

Database Management for Analytics

SCH-MGMT

This course provides an introduction to Business Intelligence, including the processes, methodologies, infrastructure, and current practices used to transform business data into useful information and support business decision-making. Business Intelligence requires foundation knowledge in data storage and retrieval, thus this course will review logical data models for both database management systems and data warehouses. Students will learn to extract and manipulate data from these systems and assess security-related issues. Data mining, visualization, and statistical analysis along with reporting options such as management dashboards and balanced scorecards will be covered.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA, MSA students and Engineering Management students.

Database Management for Analytics

SCH-MGMT

This course provides an introduction to Business Intelligence, including the processes, methodologies, infrastructure, and current practices used to transform business data into useful information and support business decision-making. Business Intelligence requires foundation knowledge in data storage and retrieval, thus this course will review logical data models for both database management systems and data warehouses. Students will learn to extract and manipulate data from these systems and assess security-related issues. Data mining, visualization, and statistical analysis along with reporting options such as management dashboards and balanced scorecards will be covered.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students and MSA students.

Database Management for Analytics

SCH-MGMT

This course provides an introduction to Business Intelligence, including the processes, methodologies, infrastructure, and current practices used to transform business data into useful information and support business decision-making. Business Intelligence requires foundation knowledge in data storage and retrieval, thus this course will review logical data models for both database management systems and data warehouses. Students will learn to extract and manipulate data from these systems and assess security-related issues. Data mining, visualization, and statistical analysis along with reporting options such as management dashboards and balanced scorecards will be covered.

Course Details

Fall 2025

This class is non-credit
Course Notes
U+ class; $85/term reg. fee + $925/credit. Refunds differ from Univ. day classes; see www.umass.edu/universityplus/resources/refund-policy. Open to MSBA students, MSA students and Engineering Management student.
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